Face Recognition and Matching using YOLO and Facenet512
Tanveer Singh
𝗙𝗮𝗰𝗲 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 & 𝗠𝗮𝘁𝗰𝗵𝗶𝗻𝗴: Uses YOLOv8 for face detection and DeepFace with FaceNet512 for verification, useful for tasks like identity verification and attendance purposes.
𝗪𝗲𝗯 𝗜𝗻𝘁𝗲𝗿𝗳𝗮𝗰𝗲: Users enter two image URLs via an HTML form to compare faces.
𝗙𝗮𝘀𝘁𝗔𝗣𝗜 𝗕𝗮𝗰𝗸𝗲𝗻𝗱: Processes images, detects faces, and compares them for matching results.
𝗢𝗿𝗶𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝗿𝗿𝗲𝗰𝘁𝗶𝗼𝗻: Automatically adjusts image orientation to improve detection accuracy.
𝗨𝘀𝗮𝗴𝗲: Enter URLs, click "Compare," and receive "Faces match" or "Faces do not match."
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Posted Nov 21, 2024
Built a YOLOv8 and FaceNet512-based system for face detection, matching, and attendance tracking, featuring a user-friendly web interface.
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